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Dr Lyudmila Mihaylova

Formerly at Lancaster University

  1. Published

    Extended object tracking with convolution particle filtering

    Angelova, D., Mihaylova, L., Petrov, N. & Gning, A., 1/09/2012, Intelligent Systems (IS), 2012 6th IEEE International Conference. IEEE, p. 96-101 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  2. Published

    Group object structure and state estimation in the presence of measurement origin uncertainty.

    Mihaylova, L. & Gning, A., 2/09/2009, Statistical Signal Processing, 2009. SSP '09. IEEE/SP 15th Workshop on. p. 473 - 476 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  3. Published

    Group object structure and state estimation with evolving networks and Monte Carlo methods.

    Gning, A., Mihaylova, L., Maskell, S., Pang, S. & Godsill, S., 1/04/2011, In: IEEE Transactions on Signal Processing. 59, 4, p. 1383-1396 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  4. Published

    Group Object Tracking with a Sequential Monte Carlo Method Based on a Parameterised Likelihood Function

    Petrov, N., Mihaylova, L., Gning, A. & Angelova, D., 12/2012, Monte Carlo Methods and Applications : Proceedings of the 8th IMACS Seminar on Monte Carlo Methods, August 29 - September 2, 2011, Borovets, Bulgaria. Sabelfeld, K. K. & Dimov, I. (eds.). De Gruyter, p. 171-180 10 p. (De Gruyter Proceedings in Mathematics).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  5. Published

    Hybrid stochastic framework for freeway traffic flow modelling

    Mihaylova, L. & Boel, R., 25/09/2003, ISICT '03: Proceedings of the 1st international symposium on Information and communication technologies. p. 372-377 391 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  6. Published

    Identification of Hysteresis Functions Using a Multiple Model Approach

    Mihaylova, L., Lampaert, V., Bruyninckx, H. & Swevers, J., 20/08/2001, Multisensor Fusion and Integration for Intelligent Systems, 2001. MFI 2001. International Conference on . p. 153 - 158 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  7. Published

    Improved proposal distribution with gradient measures for tracking

    Brasnett, P., Mihaylova, L., Bull, D. & Canagarajah, N., 2005, Machine Learning for Signal Processing, 2005 IEEE Workshop on. p. 105 - 110 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  8. Published

    Information Driven Approach for Sensor Positioning in Wireless Sensor Networks

    Ali, A., Xydeas, C., Mihaylova, L. & Gning, A., 10/2011, INFORMATIK 2011 Informatik schafft Communities 4.–7. Oktober 2011 Berlin. Heiß, H-U., Pepper, P., Schlingloff, H. & Schneider, J. (eds.). Bonn: GI, 12 p. (Lecture Notes in Informatics; vol. P-192).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  9. Published

    Information Management Methods in Sensor Networks.

    Mihaylova, L., Nix, A., Angelova, D., Bull, D., Canagarajah, N. & Munro, A., 2007, Advances and Challenges in Multisensor Data and Information. Lefebvre, E. (ed.). The Netherlands: IOS Press, Vol. 8. p. 307-314 8 p. (NATO Security Through Science Series: Information and Security).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  10. Published

    Interval macroscopic models for traffic networks.

    Gning, A. C., Mihaylova, L. & Boel, R., 06/2011, In: IEEE Transactions on Intelligent Transportation Systems. 12, 2, p. 523-526 4 p.

    Research output: Contribution to journalJournal articlepeer-review

  11. Published

    Introduction to the Box Particle Filtering

    Gning, A., Ristic, B., Mihaylova, L. & Abdallah, F., 12/06/2013, In: IEEE Signal Processing Magazine. 30, 4, p. 166-171 6 p.

    Research output: Contribution to journalJournal articlepeer-review

  12. Published

    Joint Target Tracking and Classification via Sequential Monte Carlo Filtering.

    Angelova, D. & Mihaylova, L., 2007, Advances and Challenges in Multisensor Data and Information Processing. Lefebvre, E. (ed.). the Netherlands: IOS Press, Vol. 8. p. 33-40 8 p. (NATO Security Through Science Series: Information and Security).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  13. Published

    Joint target tracking and classification with particle filtering and mixture Kalman filtering using kinematic radar information

    Angelova, D. & Mihaylova, L., 02/2006, In: Digital Signal Processing. 16, 2, p. 180-204 25 p.

    Research output: Contribution to journalJournal articlepeer-review

  14. Published

    Localisation of mobile nodes in wireless networks with correlated in time measurement noise.

    Mihaylova, L., Angelova, D., Bull, D. R. & Canagarajah, N., 01/2011, In: IEEE Transactions on Mobile Computing. 10, 1, p. 44-53 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  15. Published

    Markov Chain Monte Carlo Particle Algorithms for Discrete-Time Nonlinear Filtering

    Mihaylova, L. & Carmi, A., 2012, In: Monte Carlo Methods and Applications.

    Research output: Contribution to journalJournal articlepeer-review

  16. Published

    MCMC-Based Tracking and Identification of Leaders in Groups

    Carmi, A., Mihaylova, L., Septier, F., Pang, S. K. & Godsill, S., 7/11/2011, IEEE International Conference on Computer Vision Workshops (ICCV Workshops), 2011 . IEEE, p. 112-119 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  17. Published

    Mixture of Uniform Probability Density Functions for non Linear State Estimation using Interval Analysis.

    Gning, A., Mihaylova, L. & Abdallah, F., 28/07/2010, 13th Conference on Information Fusion (FUSION), 2010 . IEEE, p. 1-8 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  18. Published

    Mobility Tracking in Cellular Networks Using Particle Filtering.

    Mihaylova, L., Angelova, D., Honary, S., Bull, D., Canagarajah, N. & Ristic, B., 10/2007, In: IEEE Transactions on Wireless Communications. 6, 10, p. 3589-3599 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  19. Published

    Mobility Tracking in Cellular Networks with Sequential Monte Carlo Filters

    Mihaylova, L., Bull, D., Angelova, D. & Canagarajah, N., 25/07/2005, 2005 8th International Conference on Information Fusion Proceedings. 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  20. Published

    Modelling freeway networks by hybrid stochastic models

    Boel, R. & Mihaylova, L., 15/07/2004, Intelligent Vehicles Symposium, 2004 IEEE. p. 182 - 187 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  21. Published

    Monte Carlo algorithm for maneuvering target tracking and classification

    Angelova, D., Mihaylova, L. & Semerdjiev, T., 2004, Computational Science - ICCS 2004: 4th International Conference, Kraków, Poland, June 6-9, 2004, Proceedings, Part IV. Springer, p. 531-539 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  22. Published

    Multiple object tracking using particle filters

    Jaward, M., Mihaylova, L., Canagarajah, N. & Bull, D., 5/03/2006, Aerospace Conference, 2006 IEEE. 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  23. Published

    Multiple Objective D-Optimal Sensor Management for Group Target Tracking

    Dolia, A., Mihaylova, L., Page, S., White, N., Harris, C. & Bull, D., 2006. 3 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  24. Published

    Noise parameters estimation with Gibbs sampling for localisation of mobile nodes in wireless networks

    Mihaylova, L. & Angelova, D., 27/07/2010, 13th Conference on Information Fusion (FUSION), 2010 . IEEE, p. 1-8 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  25. Published

    Nonlinear filtering using measurements affected by stochastic, set-theoretic and association uncertainty

    Ristic, B., Gning, A. & Mihaylova, L., 5/07/2011, 2011 Proceedings of the 14th International Conference on Information Fusion (FUSION 2011). USA, p. 1069-1076 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  26. Published

    Novel approach to GMM classification for indoor positioning

    Honary, M. & Mihaylova, L., 07/2010.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  27. Published

    Novel wireless communication protocol for e-health applications.

    Zvikhachevskaya, A. & Mihaylova, L., 03/2011, Advances in Telemedicine: Technologies, Enabling Factors and Scenarios. Graschew, G. & Roelofs, T. A. (eds.). India: InTech, p. 27-62 36 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  28. Published

    Object Tracking by Particle Filtering Techniques in Video Sequences

    Mihaylova, L., Brasnett, P., Canagarajah, N. & Bull, D., 2007, Advances and Challenges in Multisensor Data and Information. Lefebvre, E. (ed.). Netherlands: IOS Press, Vol. 8. p. 260-268 9 p. (NATO Security Through Science Series).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  29. Published

    On the Performance of the Box Particle Filter for Extended Object Tracking Using Laser Data

    Petrov, N., Ulmke, M., Mihaylova, L., Gning, A., Schikora, M., Wieneke, M. & Koch, W., 1/09/2012, Sensor Data Fusion: Trends, Solutions, Applications (SDF), 2012 Workshop on. IEEE, p. 19-24 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  30. Published

    Parallelised Gaussian mixture filtering for vehicular traffic flow estimation.

    Mihaylova, L., Gning, A., Doychinov, V. & Boel, R., 1/10/2009, Lecture Notes in Informatics. Fischer, S., Maehle, E. & Reischuk, R. (eds.). P-154 ed. Germany: Luebeck, p. 2321-2333 13 p. (Proceedings Series of the Gesellschaft fur Informatik).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  31. Published

    Parallelized Particle and Gaussian Sum Particle Filters for Large Scale Freeway Traffic Systems

    Mihaylova, L., Hegyi, A., Gning, A. & Boel, R., 27/02/2012, In: IEEE Transactions on Intelligent Transportation Systems. 13, 1, p. 36-48 13 p., 10.1109/TITS.2011.2178833 .

    Research output: Contribution to journalJournal articlepeer-review

  32. Published

    Parallelized particle filtering for freeway traffic state tracking

    Hegiy, A., Mihaylova, L., Boel, R. & Lendek, Z., 07/2007, Proceedings of the European Control Conference 2007, Kos, Greece, 2-5 July 2007. European Union Control Association, p. 2442-2449 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  33. Published

    Particle algorithms for filtering in high dimensional state space : a case study in group object tracking.

    Mihaylova, L. & Carmi, A., 24/05/2011, Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Prague: IEEE, p. 5932-5935 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  34. Published

    Particle approximations of the score and observed information matrix for parameter estimation in state space models with linear computational cost

    Nemeth, C., Fearnhead, P. & Mihaylova, L. S., 11/2016, In: Journal of Computational and Graphical Statistics. 25, 4, p. 1138-1157 20 p.

    Research output: Contribution to journalJournal articlepeer-review

  35. Published

    Particle Filtering Combined with Interval Methods for Tracking Applications

    Gning, A., Mihaylova, L., Abdallah, F. & Ristic, B., 13/11/2012, Integrated Tracking, Classification, and Sensor Management: Theory and Applications. Mallick, M., Krishnamurthy, V. & Vo, B-N. (eds.). New Jersey: John Wiley and Sons, p. 43-74 32 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)

  36. Published

    Particle filtering with alpha-stable distributions

    Mihaylova, L., Brasnett, P., Achim, A., Bull, D. & Canagarajah, N., 2005, Statistical Signal Processing, 2005 IEEE/SP 13th Workshop on. p. 381 - 386 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  37. Published

    Particle Filtering with Multiple Cues for Object Tracking in Video Sequences

    Brasnett, P., Mihaylova, L., Canagarajah, N. & Bull, D., 16/01/2005, SPIE Proceedings. SPIE, Vol. 5685. p. 430-441 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  38. Published

    Particle filters and beamforming for EEG source estimation

    Georgieva, P., Mihaylova, L., Bouaynaya, N. & Jain, L., 1/06/2012, Neural Networks (IJCNN), The 2012 International Joint Conference on. Brisbane, Australia: IEEE, p. 1-8 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  39. Published

    Particle Learning Methods for State and Parameter Estimation

    Nemeth, C., Fearnhead, P., Mihaylova, L. & Vorley, D., 15/05/2012, Data Fusion & Target Tracking Conference (DF&TT 2012): Algorithms & Applications, 9th IET. 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  40. Published

    Planar contour tracking in the presence of pose and model errors by Kalman filtering techniques

    Mihaylova, L., Bruyninckx, H., De Schutter, J. & Staffetti, E., 21/10/2001, Multisensor Fusion and Integration for Intelligent Systems, 2001. MFI 2001. International Conference on. p. 329-334 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  41. Published

    Population based particle filtering

    Bhaskar, H., Mihaylova, L. & Maskell, S., 15/04/2008, IET Seminar on Target Tracking and Data Fusion: Algorithms and Applications, 2008 . IEEE, p. 31-38 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  42. Published

    Practical classification methods for indoor positioning

    Honary, M., Mihaylova, L. & Xydeas, C., 21/07/2012, In: Open Transportation Journal. 6, p. 31-38 8 p.

    Research output: Contribution to journalJournal articlepeer-review

  43. Published

    Probability hypothesis density filtering for real-time traffic state estimation and prediction

    Canaud, M., Mihaylova, L., Sau, J. & El Faouzi, N-E., 09/2013, In: Network and Heterogeneous Media. 8, 3, p. 825-842 18 p.

    Research output: Contribution to journalJournal articlepeer-review

  44. Published

    QRS complex detection using centered cumulative sums of squares

    Alkhaldi, T., Mihaylova, L. & Gellersen, H., 26/09/2013, Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 2013. IEEE, p. 168-171 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  45. Published

    Quality of Service consideration for the wireless telemedicine and e-health services.

    Zvikhachevskaya, A., Markarian, G. & Mihaylova, L., 6/04/2009, IEEE Wireless Communications and Networking Conference, 2009. WCNC 2009.. IEEE, p. 1-6 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  46. Published

    Self-organisation in wireless sensor networks for assisted living.

    Zvikhachevskaya, A. & Mihaylova, L., 25/03/2009, IET Conference on Assisted Living 2009: Proceedings of a meeting held 24-25 March 2009, London, United Kingdom. Curran Associates, Inc. , 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  47. Published

    Sensor and Data Fusion: Taxonomy, Challenges and Applications

    Klein, L., Mihaylova, L. & El Faouzi, N-E., 01/2012, Handbook on Soft Computing for Video Surveillance. Pal, S. K., Petrosino, A. & Maddalena, L. (eds.). USA: Chapman & Hall, p. 139-183 45 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)

  48. Published

    Sequential Monte Carlo algorithms for joint target tracking and classification using kinematic radar information

    Angelova, D. & Mihaylova, L., 1/07/2004, Proceedings of the Seventh International Conference on Information Fusion. p. 709-716 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  49. Published

    Sequential Monte Carlo methods for state and parameter estimation in abruptly changing environments

    Nemeth, C., Fearnhead, P. & Mihaylova, L., 1/03/2014, In: IEEE Transactions on Signal Processing. 62, 5, p. 1245-1255 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  50. Published

    Sequential Monte Carlo tracking by fusing multiple cues in video sequences

    Brasnett, P. & Mihaylova, L., 08/2007, In: Image and Vision Computing. 25, 8, p. 1217-1227 11 p.

    Research output: Contribution to journalJournal articlepeer-review

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